mutual information

On Variational Bounds of Mutual Information ICML 2019 Practical and Consistent Estimation of f-Divergences NeurIPS 2019 Probabilistic-Logic Bots for Efficient Evaluation of Business Rules Using Conversational Interfaces AAAI 2019 QAInfomax: Learning Robust Question Answering System by Mutual Information Maximization EMNLP 2019 Quantifying the morphosyntactic content of Brown Clusters NAACL 2019 Self-Supervised Representation Learning From Multi-Domain Data ICCV 2019 SGD on Neural Networks Learns Functions of Increasing Complexity NeurIPS 2019 Social Influence as Intrinsic Motivation for Multi-Agent Deep Reinforcement Learning ICML 2019 Structured Disentangled Representations AISTATS 2019 The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives EMNLP 2019 TibGM: A Transferable and Information-Based Graphical Model Approach for Reinforcement Learning ICML 2019 Uncertainty Autoencoders: Learning Compressed Representations via Variational Information Maximization AISTATS 2019 Unsupervised Discovery of Temporal Structure in Noisy Data with Dynamical Components Analysis NeurIPS 2019 Unsupervised State Representation Learning in Atari NeurIPS 2019 Variational Discriminator Bottleneck: Improving Imitation Learning, Inverse RL, and GANs by Constraining Information Flow ICLR 2019 Variational Information Distillation for Knowledge Transfer CVPR 2019 Variational Information Planning for Sequential Decision Making AISTATS 2019 Wasserstein Dependency Measure for Representation Learning NeurIPS 2019 Which Way Are You Going? Imitative Decision Learning for Path Forecasting in Dynamic Scenes CVPR 2019 A Direct Sum Result for the Information Complexity of Learning COLT 2018 A Robust Approach to Sequential Information Theoretic Planning ICML 2018 Chaining Mutual Information and Tightening Generalization Bounds NeurIPS 2018 Conditional independence testing based on a nearest-neighbor estimator of conditional mutual information AISTATS 2018 Entropy and mutual information in models of deep neural networks NeurIPS 2018 Estimators for Multivariate Information Measures in General Probability Spaces NeurIPS 2018